Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry

Atmospheric aerosols modulate the radiative budget and ambient air quality of the atmosphere, thus, there is a need to develop both analytical and computational methodological techniques that determine their physical, chemical and optical properties in order to characterize and model their effects....

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Main Author: Makokha, John W.
Format: Thesis
Language:English
Published: University of Nairobi 2010
Subjects:
sun
Online Access:http://hdl.handle.net/11295/10990
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spelling ftunivnairobi:oai:http://erepository.uonbi.ac.ke:11295/10990 2023-05-15T13:06:49+02:00 Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry Makokha, John W. 2010 application/pdf http://hdl.handle.net/11295/10990 en eng University of Nairobi Master of Science (Physics) http://hdl.handle.net/11295/10990 Radiative characterization atmospheric aerosols urban rural and maritime sites Kenya sun spectrophotometry Thesis 2010 ftunivnairobi 2022-12-28T09:23:22Z Atmospheric aerosols modulate the radiative budget and ambient air quality of the atmosphere, thus, there is a need to develop both analytical and computational methodological techniques that determine their physical, chemical and optical properties in order to characterize and model their effects. This thesis embodies the results of the derivation of radiative characteristics of the atmosphere over Nairobi (2006-2008), Mbita (2007) and Malindi (2008) using aerosol data obtained from sun spectrophotometry. Aerosol optical depths (τ), single scattering albedo (ω), angstrom exponent (α), asymmetry factor ( ), real ( ) and imaginary ( ) refractive indices at zero Solar Zenith Angle (SZA) were derived through AErosol RObotic NETwork (AERONET) framework. Temporal and spatial characteristics in τ and α were investigated using multivariate techniques viz. Principal Component Analysis (PCA), Partial Least Squares Discriminant Analysis (PLS-DA), Principal Component Regression (PCR) and Hierarchical Cluster Analysis (HCA). Annual averages of the optical properties together with selected physico-chemical properties i.e. aerosol number densities and extinction cross section were determined. The Coupled Ocean and Atmosphere Radiative Transfer (COART) model was used to solve the radiative transfer equation (RTE) for an atmosphere assumed to be purely impacted by aerosols of different sizes and estimated their radiative impacts. The use of multivariate chemometric techniques revealed that temporal and spatial characteristics of both τ and α over the study sites are modulated by weekly total rainfall, relative humidity, temperature, aerosol hygroscopic properties, aerosol burden, aerosol mode of generation and composition, both local air circulation and urban heat island effects. There was no significant spectral dependence in ω, and both and at zero SZA over the study sites. Comparison of the measured τ and α from AERONET at λ = 500 nm and 440/675 nm respectively was achieved by utilizing Moderate Resolution Imaging ... Thesis Aerosol Robotic Network University of Nairobi Digital Repository
institution Open Polar
collection University of Nairobi Digital Repository
op_collection_id ftunivnairobi
language English
topic Radiative characterization
atmospheric aerosols
urban
rural and maritime sites
Kenya
sun
spectrophotometry
spellingShingle Radiative characterization
atmospheric aerosols
urban
rural and maritime sites
Kenya
sun
spectrophotometry
Makokha, John W.
Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
topic_facet Radiative characterization
atmospheric aerosols
urban
rural and maritime sites
Kenya
sun
spectrophotometry
description Atmospheric aerosols modulate the radiative budget and ambient air quality of the atmosphere, thus, there is a need to develop both analytical and computational methodological techniques that determine their physical, chemical and optical properties in order to characterize and model their effects. This thesis embodies the results of the derivation of radiative characteristics of the atmosphere over Nairobi (2006-2008), Mbita (2007) and Malindi (2008) using aerosol data obtained from sun spectrophotometry. Aerosol optical depths (τ), single scattering albedo (ω), angstrom exponent (α), asymmetry factor ( ), real ( ) and imaginary ( ) refractive indices at zero Solar Zenith Angle (SZA) were derived through AErosol RObotic NETwork (AERONET) framework. Temporal and spatial characteristics in τ and α were investigated using multivariate techniques viz. Principal Component Analysis (PCA), Partial Least Squares Discriminant Analysis (PLS-DA), Principal Component Regression (PCR) and Hierarchical Cluster Analysis (HCA). Annual averages of the optical properties together with selected physico-chemical properties i.e. aerosol number densities and extinction cross section were determined. The Coupled Ocean and Atmosphere Radiative Transfer (COART) model was used to solve the radiative transfer equation (RTE) for an atmosphere assumed to be purely impacted by aerosols of different sizes and estimated their radiative impacts. The use of multivariate chemometric techniques revealed that temporal and spatial characteristics of both τ and α over the study sites are modulated by weekly total rainfall, relative humidity, temperature, aerosol hygroscopic properties, aerosol burden, aerosol mode of generation and composition, both local air circulation and urban heat island effects. There was no significant spectral dependence in ω, and both and at zero SZA over the study sites. Comparison of the measured τ and α from AERONET at λ = 500 nm and 440/675 nm respectively was achieved by utilizing Moderate Resolution Imaging ...
format Thesis
author Makokha, John W.
author_facet Makokha, John W.
author_sort Makokha, John W.
title Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
title_short Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
title_full Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
title_fullStr Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
title_full_unstemmed Radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of Kenya using sun spectrophotometry
title_sort radiative characterization of atmospheric aerosols over selected urban, rural and maritime sites of kenya using sun spectrophotometry
publisher University of Nairobi
publishDate 2010
url http://hdl.handle.net/11295/10990
genre Aerosol Robotic Network
genre_facet Aerosol Robotic Network
op_relation Master of Science (Physics)
http://hdl.handle.net/11295/10990
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